Overview

Dataset Statistics

Number of Variables 18
Number of Rows 11534
Missing Cells 0
Missing Cells (%) 0.0%
Duplicate Rows 0
Duplicate Rows (%) 0.0%
Total Size in Memory 2.2 MB
Average Row Size in Memory 203.0 B
Variable Types
  • Categorical: 2
  • Numerical: 16

Dataset Insights

SHOTS_OFF_GOAL and CORNERS have similar distributions Similar Distribution
SHOTS_ON_GOAL is skewed Skewed
SHOTS_OFF_GOAL is skewed Skewed
BLOCKED_SHOTS is skewed Skewed
CORNERS is skewed Skewed
OFFSIDES is skewed Skewed
THROW_IN is skewed Skewed
GOALKEEPER_SAVES is skewed Skewed
YELLOW_CARDS is skewed Skewed
COMPLETED_PASSES is skewed Skewed
TACKLES is skewed Skewed
ATTACKS is skewed Skewed
DANGEROUS_ATTACKS is skewed Skewed
ID has a high cardinality: 11534 distinct values High Cardinality
ID has constant length 10 Constant Length
RED_CARDS has constant length 1 Constant Length
ID has all distinct values Unique
BLOCKED_SHOTS has 2543 (22.05%) zeros Zeros
FREE_KICKS has 1049 (9.09%) zeros Zeros
OFFSIDES has 2201 (19.08%) zeros Zeros
THROW_IN has 8482 (73.54%) zeros Zeros
GOALKEEPER_SAVES has 664 (5.76%) zeros Zeros
YELLOW_CARDS has 1207 (10.46%) zeros Zeros
COMPLETED_PASSES has 6331 (54.89%) zeros Zeros
TACKLES has 5586 (48.43%) zeros Zeros
ATTACKS has 4359 (37.79%) zeros Zeros
DANGEROUS_ATTACKS has 4358 (37.78%) zeros Zeros
  • 1
  • 2
  • 3

Variables

ID

categorical

Approximate Distinct Count 11534
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Memory Size 844.8 KB

Length

Mean 10
Standard Deviation 0
Median 10
Minimum 10
Maximum 10

Sample

1st row I7XF6FSRAT
2nd row KGJs2ZzqAT
3rd row 6XHk0D5eAT
4th row KIrtyAcHAT
5th row EFETfITFAT

Letter

Count 100078
Lowercase Letter 38858
Space Separator 0
Uppercase Letter 61220
Dash Punctuation 0
Decimal Number 15262
  • ID contains many words: 11534 words
  • ID has words of constant length

BALL_POSSESSION

numerical

Approximate Distinct Count 67
Approximate Unique (%) 0.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 48.7969
Minimum 16
Maximum 82
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • BALL_POSSESSION is skewed right (γ1 = 0.0362)

Quantile Statistics

Minimum 16
5-th Percentile 31
Q1 41
Median 49
Q3 56
95-th Percentile 67
Maximum 82
Range 66
IQR 15

Descriptive Statistics

Mean 48.7969
Standard Deviation 10.9384
Variance 119.6484
Sum 562824
Skewness 0.03621
Kurtosis -0.3412
Coefficient of Variation 0.2242
  • BALL_POSSESSION has 23 outliers

GOAL_ATTEMPTS

numerical

Approximate Distinct Count 32
Approximate Unique (%) 0.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 11.0407
Minimum 0
Maximum 32
Zeros 8
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • GOAL_ATTEMPTS is skewed right (γ1 = 0.5783)

Quantile Statistics

Minimum 0
5-th Percentile 4
Q1 8
Median 11
Q3 14
95-th Percentile 19
Maximum 32
Range 32
IQR 6

Descriptive Statistics

Mean 11.0407
Standard Deviation 4.6194
Variance 21.3384
Sum 127343
Skewness 0.5783
Kurtosis 0.3122
Coefficient of Variation 0.4184
  • GOAL_ATTEMPTS is not normally distributed (p-value 0.0022578394165349387)
  • GOAL_ATTEMPTS has 121 outliers

SHOTS_ON_GOAL

numerical

Approximate Distinct Count 18
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 4.0359
Minimum 0
Maximum 17
Zeros 356
Zeros (%) 3.1%
Negatives 0
Negatives (%) 0.0%
  • SHOTS_ON_GOAL is skewed right (γ1 = 0.7878)

Quantile Statistics

Minimum 0
5-th Percentile 1
Q1 2
Median 4
Q3 5
95-th Percentile 8
Maximum 17
Range 17
IQR 3

Descriptive Statistics

Mean 4.0359
Standard Deviation 2.3684
Variance 5.6094
Sum 46550
Skewness 0.7878
Kurtosis 0.8515
Coefficient of Variation 0.5868
  • SHOTS_ON_GOAL is not normally distributed (p-value 4.688142368907484e-09)
  • SHOTS_ON_GOAL has 276 outliers

SHOTS_OFF_GOAL

numerical

Approximate Distinct Count 22
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 4.6141
Minimum 0
Maximum 21
Zeros 224
Zeros (%) 1.9%
Negatives 0
Negatives (%) 0.0%
  • SHOTS_OFF_GOAL is skewed right (γ1 = 0.833)

Quantile Statistics

Minimum 0
5-th Percentile 1
Q1 3
Median 4
Q3 6
95-th Percentile 9
Maximum 21
Range 21
IQR 3

Descriptive Statistics

Mean 4.6141
Standard Deviation 2.5677
Variance 6.593
Sum 53219
Skewness 0.833
Kurtosis 1.2158
Coefficient of Variation 0.5565
  • SHOTS_OFF_GOAL is not normally distributed (p-value 1.6998430332693362e-08)
  • SHOTS_OFF_GOAL has 303 outliers

BLOCKED_SHOTS

numerical

Approximate Distinct Count 16
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 2.3907
Minimum 0
Maximum 15
Zeros 2543
Zeros (%) 22.1%
Negatives 0
Negatives (%) 0.0%
  • BLOCKED_SHOTS is skewed right (γ1 = 0.9813)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 1
Median 2
Q3 4
95-th Percentile 6
Maximum 15
Range 15
IQR 3

Descriptive Statistics

Mean 2.3907
Standard Deviation 2.0919
Variance 4.3759
Sum 27574
Skewness 0.9813
Kurtosis 1.1093
Coefficient of Variation 0.875
  • BLOCKED_SHOTS is not normally distributed (p-value 1.1162903860801047e-10)
  • BLOCKED_SHOTS has 109 outliers

FREE_KICKS

numerical

Approximate Distinct Count 38
Approximate Unique (%) 0.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 13.3595
Minimum 0
Maximum 39
Zeros 1049
Zeros (%) 9.1%
Negatives 0
Negatives (%) 0.0%
  • FREE_KICKS is skewed left (γ1 = -0.3887)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 10
Median 14
Q3 17
95-th Percentile 23
Maximum 39
Range 39
IQR 7

Descriptive Statistics

Mean 13.3595
Standard Deviation 6.1215
Variance 37.473
Sum 154088
Skewness -0.3887
Kurtosis 0.4679
Coefficient of Variation 0.4582
  • FREE_KICKS is not normally distributed (p-value 0.0033987490314333797)
  • FREE_KICKS has 90 outliers

CORNERS

numerical

Approximate Distinct Count 19
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 4.5071
Minimum 0
Maximum 19
Zeros 313
Zeros (%) 2.7%
Negatives 0
Negatives (%) 0.0%
  • CORNERS is skewed right (γ1 = 0.6836)

Quantile Statistics

Minimum 0
5-th Percentile 1
Q1 3
Median 4
Q3 6
95-th Percentile 9
Maximum 19
Range 19
IQR 3

Descriptive Statistics

Mean 4.5071
Standard Deviation 2.6151
Variance 6.8387
Sum 51985
Skewness 0.6836
Kurtosis 0.4735
Coefficient of Variation 0.5802
  • CORNERS is not normally distributed (p-value 9.629879493197861e-08)
  • CORNERS has 269 outliers

OFFSIDES

numerical

Approximate Distinct Count 14
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 1.9462
Minimum 0
Maximum 14
Zeros 2201
Zeros (%) 19.1%
Negatives 0
Negatives (%) 0.0%
  • OFFSIDES is skewed right (γ1 = 1.0953)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 1
Median 2
Q3 3
95-th Percentile 5
Maximum 14
Range 14
IQR 2

Descriptive Statistics

Mean 1.9462
Standard Deviation 1.6476
Variance 2.7147
Sum 22448
Skewness 1.0953
Kurtosis 1.6224
Coefficient of Variation 0.8466
  • OFFSIDES is not normally distributed (p-value 6.956774620259351e-13)
  • OFFSIDES has 165 outliers

THROW_IN

numerical

Approximate Distinct Count 42
Approximate Unique (%) 0.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 5.6325
Minimum 0
Maximum 50
Zeros 8482
Zeros (%) 73.5%
Negatives 0
Negatives (%) 0.0%
  • THROW_IN is skewed right (γ1 = 1.4204)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 12
95-th Percentile 27
Maximum 50
Range 50
IQR 12

Descriptive Statistics

Mean 5.6325
Standard Deviation 9.915
Variance 98.3076
Sum 64965
Skewness 1.4204
Kurtosis 0.551
Coefficient of Variation 1.7603
  • THROW_IN is not normally distributed (p-value 5.129706310809671e-25)
  • THROW_IN has 246 outliers

GOALKEEPER_SAVES

numerical

Approximate Distinct Count 19
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 3.3642
Minimum 0
Maximum 20
Zeros 664
Zeros (%) 5.8%
Negatives 0
Negatives (%) 0.0%
  • GOALKEEPER_SAVES is skewed right (γ1 = 0.9447)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 2
Median 3
Q3 5
95-th Percentile 7
Maximum 20
Range 20
IQR 3

Descriptive Statistics

Mean 3.3642
Standard Deviation 2.2044
Variance 4.8595
Sum 38803
Skewness 0.9447
Kurtosis 1.4888
Coefficient of Variation 0.6553
  • GOALKEEPER_SAVES is not normally distributed (p-value 5.513358427954064e-10)
  • GOALKEEPER_SAVES has 146 outliers

FOULS

numerical

Approximate Distinct Count 33
Approximate Unique (%) 0.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 12.9986
Minimum 0
Maximum 32
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • FOULS is skewed right (γ1 = 0.4143)

Quantile Statistics

Minimum 0
5-th Percentile 7
Q1 10
Median 13
Q3 16
95-th Percentile 20
Maximum 32
Range 32
IQR 6

Descriptive Statistics

Mean 12.9986
Standard Deviation 4.2309
Variance 17.9005
Sum 149926
Skewness 0.4143
Kurtosis 0.3309
Coefficient of Variation 0.3255
  • FOULS is not normally distributed (p-value 0.0006953434387796892)
  • FOULS has 75 outliers

YELLOW_CARDS

numerical

Approximate Distinct Count 10
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 2.2458
Minimum 0
Maximum 9
Zeros 1207
Zeros (%) 10.5%
Negatives 0
Negatives (%) 0.0%
  • YELLOW_CARDS is skewed right (γ1 = 0.5559)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 1
Median 2
Q3 3
95-th Percentile 5
Maximum 9
Range 9
IQR 2

Descriptive Statistics

Mean 2.2458
Standard Deviation 1.4475
Variance 2.0954
Sum 25903
Skewness 0.5559
Kurtosis 0.2483
Coefficient of Variation 0.6446
  • YELLOW_CARDS is not normally distributed (p-value 8.085497151685823e-13)
  • YELLOW_CARDS has 69 outliers

RED_CARDS

categorical

Approximate Distinct Count 4
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 743.4 KB
  • The largest value (0) is over 8.85 times larger than the second largest value (1)

Length

Mean 1
Standard Deviation 0
Median 1
Minimum 1
Maximum 1

Sample

1st row 0
2nd row 0
3rd row 0
4th row 0
5th row 1

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 11534
  • The top 2 categories (0, 1) take over 50.0%
  • The largest value (0) is over 8.85 times larger than the second largest value (1)
  • RED_CARDS has words of constant length

COMPLETED_PASSES

numerical

Approximate Distinct Count 618
Approximate Unique (%) 5.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 196.4067
Minimum 0
Maximum 993
Zeros 6331
Zeros (%) 54.9%
Negatives 0
Negatives (%) 0.0%
  • COMPLETED_PASSES is skewed right (γ1 = 0.61)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 403
95-th Percentile 596
Maximum 993
Range 993
IQR 403

Descriptive Statistics

Mean 196.4067
Standard Deviation 232.4591
Variance 54037.2137
Sum 2.2654e+06
Skewness 0.61
Kurtosis -1.0643
Coefficient of Variation 1.1836
  • COMPLETED_PASSES is not normally distributed (p-value 1.1683038655428251e-24)

TACKLES

numerical

Approximate Distinct Count 37
Approximate Unique (%) 0.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 8.341
Minimum 0
Maximum 38
Zeros 5586
Zeros (%) 48.4%
Negatives 0
Negatives (%) 0.0%
  • TACKLES is skewed right (γ1 = 0.4354)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 8
Q3 16
95-th Percentile 23
Maximum 38
Range 38
IQR 16

Descriptive Statistics

Mean 8.341
Standard Deviation 8.8601
Variance 78.5012
Sum 96205
Skewness 0.4354
Kurtosis -1.2122
Coefficient of Variation 1.0622
  • TACKLES is not normally distributed (p-value 4.25920956804204e-24)

ATTACKS

numerical

Approximate Distinct Count 173
Approximate Unique (%) 1.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 63.7961
Minimum 0
Maximum 241
Zeros 4359
Zeros (%) 37.8%
Negatives 0
Negatives (%) 0.0%
  • ATTACKS is skewed left (γ1 = -0.0908)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 82
Q3 107
95-th Percentile 139
Maximum 241
Range 241
IQR 107

Descriptive Statistics

Mean 63.7961
Standard Deviation 53.4895
Variance 2861.1229
Sum 735824
Skewness -0.09081
Kurtosis -1.4824
Coefficient of Variation 0.8384
  • ATTACKS is not normally distributed (p-value 8.643420885816849e-23)

DANGEROUS_ATTACKS

numerical

Approximate Distinct Count 125
Approximate Unique (%) 1.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 28.7356
Minimum 0
Maximum 135
Zeros 4358
Zeros (%) 37.8%
Negatives 0
Negatives (%) 0.0%
  • DANGEROUS_ATTACKS is skewed right (γ1 = 0.4326)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 31
Q3 48
95-th Percentile 74
Maximum 135
Range 135
IQR 48

Descriptive Statistics

Mean 28.7356
Standard Deviation 26.5888
Variance 706.9666
Sum 331436
Skewness 0.4326
Kurtosis -0.662
Coefficient of Variation 0.9253
  • DANGEROUS_ATTACKS is not normally distributed (p-value 2.3712848940684097e-23)
  • DANGEROUS_ATTACKS has 8 outliers

Interactions

Correlations

Missing Values